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| 1 | +/* |
| 2 | + * Licensed to the Apache Software Foundation (ASF) under one or more |
| 3 | + * contributor license agreements. See the NOTICE file distributed with |
| 4 | + * this work for additional information regarding copyright ownership. |
| 5 | + * The ASF licenses this file to You under the Apache License, Version 2.0 |
| 6 | + * (the "License"); you may not use this file except in compliance with |
| 7 | + * the License. You may obtain a copy of the License at |
| 8 | + * |
| 9 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | + * |
| 11 | + * Unless required by applicable law or agreed to in writing, software |
| 12 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 13 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 14 | + * See the License for the specific language governing permissions and |
| 15 | + * limitations under the License. |
| 16 | + */ |
| 17 | + |
| 18 | +package org.apache.spark.sql.streaming.continuous |
| 19 | + |
| 20 | +import org.mockito.InOrder |
| 21 | +import org.mockito.Matchers.{any, eq => eqTo} |
| 22 | +import org.mockito.Mockito._ |
| 23 | +import org.scalatest.BeforeAndAfterEach |
| 24 | +import org.scalatest.mockito.MockitoSugar |
| 25 | + |
| 26 | +import org.apache.spark._ |
| 27 | +import org.apache.spark.rpc.RpcEndpointRef |
| 28 | +import org.apache.spark.sql.LocalSparkSession |
| 29 | +import org.apache.spark.sql.execution.streaming.continuous._ |
| 30 | +import org.apache.spark.sql.sources.v2.reader.streaming.{ContinuousReader, PartitionOffset} |
| 31 | +import org.apache.spark.sql.sources.v2.writer.WriterCommitMessage |
| 32 | +import org.apache.spark.sql.sources.v2.writer.streaming.StreamWriter |
| 33 | +import org.apache.spark.sql.test.TestSparkSession |
| 34 | + |
| 35 | +class EpochCoordinatorSuite |
| 36 | + extends SparkFunSuite |
| 37 | + with LocalSparkSession |
| 38 | + with MockitoSugar |
| 39 | + with BeforeAndAfterEach { |
| 40 | + |
| 41 | + private var epochCoordinator: RpcEndpointRef = _ |
| 42 | + |
| 43 | + private var writer: StreamWriter = _ |
| 44 | + private var query: ContinuousExecution = _ |
| 45 | + private var orderVerifier: InOrder = _ |
| 46 | + |
| 47 | + override def beforeEach(): Unit = { |
| 48 | + val reader = mock[ContinuousReader] |
| 49 | + writer = mock[StreamWriter] |
| 50 | + query = mock[ContinuousExecution] |
| 51 | + orderVerifier = inOrder(writer, query) |
| 52 | + |
| 53 | + spark = new TestSparkSession() |
| 54 | + |
| 55 | + epochCoordinator |
| 56 | + = EpochCoordinatorRef.create(writer, reader, query, "test", 1, spark, SparkEnv.get) |
| 57 | + } |
| 58 | + |
| 59 | + test("single epoch") { |
| 60 | + setWriterPartitions(3) |
| 61 | + setReaderPartitions(2) |
| 62 | + |
| 63 | + commitPartitionEpoch(0, 1) |
| 64 | + commitPartitionEpoch(1, 1) |
| 65 | + commitPartitionEpoch(2, 1) |
| 66 | + reportPartitionOffset(0, 1) |
| 67 | + reportPartitionOffset(1, 1) |
| 68 | + |
| 69 | + // Here and in subsequent tests this is called to make a synchronous call to EpochCoordinator |
| 70 | + // so that mocks would have been acted upon by the time verification happens |
| 71 | + makeSynchronousCall() |
| 72 | + |
| 73 | + verifyCommit(1) |
| 74 | + } |
| 75 | + |
| 76 | + test("single epoch, all but one writer partition has committed") { |
| 77 | + setWriterPartitions(3) |
| 78 | + setReaderPartitions(2) |
| 79 | + |
| 80 | + commitPartitionEpoch(0, 1) |
| 81 | + commitPartitionEpoch(1, 1) |
| 82 | + reportPartitionOffset(0, 1) |
| 83 | + reportPartitionOffset(1, 1) |
| 84 | + |
| 85 | + makeSynchronousCall() |
| 86 | + |
| 87 | + verifyNoCommitFor(1) |
| 88 | + } |
| 89 | + |
| 90 | + test("single epoch, all but one reader partition has reported an offset") { |
| 91 | + setWriterPartitions(3) |
| 92 | + setReaderPartitions(2) |
| 93 | + |
| 94 | + commitPartitionEpoch(0, 1) |
| 95 | + commitPartitionEpoch(1, 1) |
| 96 | + commitPartitionEpoch(2, 1) |
| 97 | + reportPartitionOffset(0, 1) |
| 98 | + |
| 99 | + makeSynchronousCall() |
| 100 | + |
| 101 | + verifyNoCommitFor(1) |
| 102 | + } |
| 103 | + |
| 104 | + test("consequent epochs, messages for epoch (k + 1) arrive after messages for epoch k") { |
| 105 | + setWriterPartitions(2) |
| 106 | + setReaderPartitions(2) |
| 107 | + |
| 108 | + commitPartitionEpoch(0, 1) |
| 109 | + commitPartitionEpoch(1, 1) |
| 110 | + reportPartitionOffset(0, 1) |
| 111 | + reportPartitionOffset(1, 1) |
| 112 | + |
| 113 | + commitPartitionEpoch(0, 2) |
| 114 | + commitPartitionEpoch(1, 2) |
| 115 | + reportPartitionOffset(0, 2) |
| 116 | + reportPartitionOffset(1, 2) |
| 117 | + |
| 118 | + makeSynchronousCall() |
| 119 | + |
| 120 | + verifyCommitsInOrderOf(List(1, 2)) |
| 121 | + } |
| 122 | + |
| 123 | + ignore("consequent epochs, a message for epoch k arrives after messages for epoch (k + 1)") { |
| 124 | + setWriterPartitions(2) |
| 125 | + setReaderPartitions(2) |
| 126 | + |
| 127 | + commitPartitionEpoch(0, 1) |
| 128 | + commitPartitionEpoch(1, 1) |
| 129 | + reportPartitionOffset(0, 1) |
| 130 | + |
| 131 | + commitPartitionEpoch(0, 2) |
| 132 | + commitPartitionEpoch(1, 2) |
| 133 | + reportPartitionOffset(0, 2) |
| 134 | + reportPartitionOffset(1, 2) |
| 135 | + |
| 136 | + // Message that arrives late |
| 137 | + reportPartitionOffset(1, 1) |
| 138 | + |
| 139 | + makeSynchronousCall() |
| 140 | + |
| 141 | + verifyCommitsInOrderOf(List(1, 2)) |
| 142 | + } |
| 143 | + |
| 144 | + ignore("several epochs, messages arrive in order 1 -> 3 -> 4 -> 2") { |
| 145 | + setWriterPartitions(1) |
| 146 | + setReaderPartitions(1) |
| 147 | + |
| 148 | + commitPartitionEpoch(0, 1) |
| 149 | + reportPartitionOffset(0, 1) |
| 150 | + |
| 151 | + commitPartitionEpoch(0, 3) |
| 152 | + reportPartitionOffset(0, 3) |
| 153 | + |
| 154 | + commitPartitionEpoch(0, 4) |
| 155 | + reportPartitionOffset(0, 4) |
| 156 | + |
| 157 | + commitPartitionEpoch(0, 2) |
| 158 | + reportPartitionOffset(0, 2) |
| 159 | + |
| 160 | + makeSynchronousCall() |
| 161 | + |
| 162 | + verifyCommitsInOrderOf(List(1, 2, 3, 4)) |
| 163 | + } |
| 164 | + |
| 165 | + ignore("several epochs, messages arrive in order 1 -> 3 -> 5 -> 4 -> 2") { |
| 166 | + setWriterPartitions(1) |
| 167 | + setReaderPartitions(1) |
| 168 | + |
| 169 | + commitPartitionEpoch(0, 1) |
| 170 | + reportPartitionOffset(0, 1) |
| 171 | + |
| 172 | + commitPartitionEpoch(0, 3) |
| 173 | + reportPartitionOffset(0, 3) |
| 174 | + |
| 175 | + commitPartitionEpoch(0, 5) |
| 176 | + reportPartitionOffset(0, 5) |
| 177 | + |
| 178 | + commitPartitionEpoch(0, 4) |
| 179 | + reportPartitionOffset(0, 4) |
| 180 | + |
| 181 | + commitPartitionEpoch(0, 2) |
| 182 | + reportPartitionOffset(0, 2) |
| 183 | + |
| 184 | + makeSynchronousCall() |
| 185 | + |
| 186 | + verifyCommitsInOrderOf(List(1, 2, 3, 4, 5)) |
| 187 | + } |
| 188 | + |
| 189 | + private def setWriterPartitions(numPartitions: Int): Unit = { |
| 190 | + epochCoordinator.askSync[Unit](SetWriterPartitions(numPartitions)) |
| 191 | + } |
| 192 | + |
| 193 | + private def setReaderPartitions(numPartitions: Int): Unit = { |
| 194 | + epochCoordinator.askSync[Unit](SetReaderPartitions(numPartitions)) |
| 195 | + } |
| 196 | + |
| 197 | + private def commitPartitionEpoch(partitionId: Int, epoch: Long): Unit = { |
| 198 | + val dummyMessage: WriterCommitMessage = mock[WriterCommitMessage] |
| 199 | + epochCoordinator.send(CommitPartitionEpoch(partitionId, epoch, dummyMessage)) |
| 200 | + } |
| 201 | + |
| 202 | + private def reportPartitionOffset(partitionId: Int, epoch: Long): Unit = { |
| 203 | + val dummyOffset: PartitionOffset = mock[PartitionOffset] |
| 204 | + epochCoordinator.send(ReportPartitionOffset(partitionId, epoch, dummyOffset)) |
| 205 | + } |
| 206 | + |
| 207 | + private def makeSynchronousCall(): Unit = { |
| 208 | + epochCoordinator.askSync[Long](GetCurrentEpoch) |
| 209 | + } |
| 210 | + |
| 211 | + private def verifyCommit(epoch: Long): Unit = { |
| 212 | + orderVerifier.verify(writer).commit(eqTo(epoch), any()) |
| 213 | + orderVerifier.verify(query).commit(epoch) |
| 214 | + } |
| 215 | + |
| 216 | + private def verifyNoCommitFor(epoch: Long): Unit = { |
| 217 | + verify(writer, never()).commit(eqTo(epoch), any()) |
| 218 | + verify(query, never()).commit(epoch) |
| 219 | + } |
| 220 | + |
| 221 | + private def verifyCommitsInOrderOf(epochs: Seq[Long]): Unit = { |
| 222 | + epochs.foreach(verifyCommit) |
| 223 | + } |
| 224 | +} |
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